Object Detection Energy Efficiency on PASCAL VOC
15.01Total Energy (mJ)Model-1
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Model-1Platform=Loihi 2, Batch size=12026.04 | 15.01 | 11.03 | 165.6 | |
| Model-2Platform=Loihi 2, Batch size=12026.04 | 20.3 | 13.54 | 274.9 | |
| Model-1Platform=Orin Nano, Batch size=12026.04 | 28.84 | 4.52 | 130.48 | |
| Model-2Platform=Orin Nano, Batch size=12026.04 | 33.52 | 5.21 | 174.59 | |
| Model-1Platform=CPU, Batch size=12026.04 | 114.1 | 6.44 | 734.8 | |
| Model-2Platform=CPU, Batch size=12026.04 | 138.5 | 7.82 | 1,083.1 | |
| Model-2Platform=nano B01, Batch size=12026.04 | 167.48 | 43.48 | 7,325.1 | |
| Model-1Platform=nano B01, Batch size=12026.04 | 184.52 | 47.61 | 8,786.9 |